{"id":"W4311254870","doi":"10.17190/amf/1902828","title":"AmeriFlux FLUXNET-1F CA-NS5 UCI-1981 burn site","year":2022,"lang":"en","type":"dataset","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FluxNet; Environmental science; Biology; Ecology; Eddy covariance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002756971,0.000322324,0.0004502017,0.0006955459,0.0002923743,0.0001453437,0.0003937683,0.0002163458,0.00594394],"category_scores_gemma":[0.00007645376,0.0003306917,0.0001733527,0.0006808754,0.0003389185,0.000838202,0.0002602343,0.00033723,0.00006151169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336428,"about_ca_system_score_gemma":0.00009248002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591482,"about_ca_topic_score_gemma":0.00009622604,"domain_scores_codex":[0.9977785,0.00002481174,0.001038486,0.0002561549,0.0006061438,0.000295882],"domain_scores_gemma":[0.9984748,0.0001484117,0.0003455387,0.0006749585,0.0002196806,0.000136605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001820808,0.0001059098,0.000008798675,0.0001632272,0.00006901789,0.00000128712,0.000002050077,0.03174286,0.0001652816,0.001317608,0.9661291,0.0002766558],"study_design_scores_gemma":[0.0002475544,0.0001213604,0.000528408,0.00005776951,0.00009228294,0.00001740358,0.00000542862,0.002974008,0.00009484732,0.00003375694,0.9955237,0.0003034887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004217795,0.0002766854,0.001808585,0.00003899484,0.001486434,0.0002737426,0.9779906,0.0001468902,0.01376032],"genre_scores_gemma":[0.07108735,0.0003650172,0.0005406584,0.00005071147,0.00002926003,0.00007387652,0.9275658,0.00001698986,0.00027032],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06686955,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007696363447130238,"score_gpt":0.2226345691624667,"score_spread":0.2149382057153365,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}